Search Results for author: Peter Wooldridge

Found 2 papers, 0 papers with code

SpecXAI -- Spectral interpretability of Deep Learning Models

no code implementations20 Feb 2023 Stefan Druc, Peter Wooldridge, Adarsh Krishnamurthy, Soumik Sarkar, Aditya Balu

Deep learning is becoming increasingly adopted in business and industry due to its ability to transform large quantities of data into high-performing models.

Explainable Artificial Intelligence (XAI)

Concept Activation Vectors for Generating User-Defined 3D Shapes

no code implementations29 Apr 2022 Stefan Druc, Aditya Balu, Peter Wooldridge, Adarsh Krishnamurthy, Soumik Sarkar

We explore the interpretability of 3D geometric deep learning models in the context of Computer-Aided Design (CAD).

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